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Case Notes Transcription & Summarisation Tool

Buyer: Essex County Council →

BuyerEssex County Council
Statusplanning
DeadlineNot published
ValueValue not published
Published14 Jul 2026

What is being bought

Essex County Council (ECC) is seeking to explore how artificial intelligence can support Adult Social Care practice by transcribing and summarising practitioner and resident conversations. The work forms part of ECC's wider Pioneering AI programme, established to identify safe, ethical, and effective use of AI across the organisation. ECC has previously undertaken a proof of concept for this requirement that responded to significant pressures within Adult Social Care, including rising demand, workforce shortages, increasing case complexity, and a high administrative burden associated with recording case notes, which reduces time available for direct work with residents. Wider Roll Out Project: A pilot has been undertaken as part of ECC's AI Transcription and Summarisation Proof of Concept to test the use of AI tools in supporting Adult Social Care practice by transcribing and summarising practitioner conversations. At this point, ECC aims through potential future procurement and strategic decision making to scale this capability across Adult Social Care, selecting an appropriate mix of specialist tools and Microsoft capabilities, to deliver improved efficiency, consistent high quality case recording, and sustainable, compliant AI adoption at scale. The objective of this market engagement survey is to inform any future procurement process and assess if this market is viable, understanding whether AI tools and capabilities can reduce recording time, improve the quality and consistency of case notes, enhance practitioner and resident experience, and provide a clear evidence base and governance model for scaling AI safely and responsibly within high-risk statutory social care contexts. The following requirements are necessary: 1. Transcription Capability: The solution must support the accurate capture and transcription of conversations across a range of operational settings. This market engagement survey seeks to answer what transcription accuracy levels can be achieved; how the tool handles multiple speakers, overlapping conversations, accents, background noise, telephone calls and whether there is functionality for diverse language support. 2. AI summarisation Capability: The solution must generate structured summaries from conversations to support operational case recording and decision-making. This market engagement survey seeks to answer how summaries are generated; if summary outputs can be configured to align with service specific templates; how the tool would minimise/eliminate omissions of critical information and if outputs can be customised for different business processes and service areas. 3. Human oversight and quality assurance: The solution must support human review and validation of AI-generated outputs. This market engagement survey seeks to answer how users can review, edit and approve outputs; how the tool would support correction of errors; how changes can be applied across transcripts and summaries and the quality assurance mechanisms. 4. Security, privacy and information governance: The solution must satisfy public sector requirements for handling sensitive personal information. This market engagement survey seeks to answer how customer data is stored and processed, whether UK data residency is available, what certifications are held (ISO27001, Cyber Essentials Plus etc.), how is data encrypted in transit and at rest and also how is access controlled and monitored and how the solution supports GDPR compliance. 5. Auditability, transparency and responsible AI: The solution must be able to monitor usage and consumption by User Groups and dates, providing transparency, traceability and governance controls appropriate for high-risk public sector use cases. This market engagement survey seeks to answer what audit trails are available, how all user actions, AI outputs and changes can be logged as well as what mechanisms exist for monitoring biases, fairness and accuracy and how the tool supports challenge, redress and investigation. 6. Accessibility and Inclusion: The solution must be accessible to a diverse workforce and service user population. This market engagement survey seeks to answer if the tool would meet inclusion and accessibility standards, what accessibility features are available, how the tool may support neurodiverse users and if the solution would support screen readers and voice inputs. 7. Integration and interoperability: The solution must integrate with existing and future ECC technology environments. This Market Engagement Survey seeks to answer what integrations are currently available and if the summaries can be exported or copied into third party systems. Additionally, we are seeking to understand if APIs are available and if the tool can integrate with M365, Teams, case management systems and other telephony platforms. 8. Operational resilience and reliability: The solution must be reliable in both office-based and community-based settings including device compatibility and the ability to use own devices. This Market Engagement Survey seeks to answer what service availability levels are provided, what disaster recovery arrangements exist, how the tool handles interrupted recordings and what support exists for offline working and low bandwidth environments. 9. Scalability and enterprise adoption: The solution must support deployment across multiple services and large user populations. This market engagement survey seeks to answer how the tool scales, how user onboarding, training and support are delivered as well as what usage analytic and adoption metrics are available. 10. Commercial model and total cost of ownership: ECC requires a sustainable and transparent commercial model to meet our requirements. This market engagement survey seeks to answer what pricing model is used (license, usage, consumption, transaction or hybrid), what the structure of implementation and ongoing support is and if there are any constraints on users, recordings or storage.

Delivery location

UKH, GB

Categories

Voice recognition software package 48314000IT software package 48517000Miscellaneous software package and computer systems 48900000Information technology services 72222300

Lot details

Lot 1

No lot description published.

Statusplanning
Contract periodFrom 2 Jun 2027 to 1 Jun 2029

What is included

ItemCategoryQuantity
1Voice recognition software package, IT software package, Miscellaneous software package and computer systems, Information technology servicesNot published

Comparable-procurement analytics

Benchmarked against retained Find a Tender procedures with CPV division 48. The category anchor is Voice recognition software package (48314000); this is a deliberately broad market comparator. The comparison is shown at several levels rather than pretending one company or region is always the best benchmark.

Comparison setProceduresReported bids per procedureNamed award suppliersPrice evidence
Market: CPV division 484,5411 median · 9.1 average (1,584 of 4,541 with a bid count)1.7 average (1,828 of 4,541 with named award suppliers)Not published
Same buyer5Not publishedNot publishedNot published
Delivery region: UKH2101 median · 3.6 average (84 of 210 with a bid count)1 average (92 of 210 with named award suppliers)Not published

“Reported bids” is an official aggregate, sometimes reported per lot; it is the closest available competition measure. “Named award suppliers” are winners, not all applicants.

Price-outcome signal

Not enough comparable procedures currently publish both a GBP tender value and a usable lowest-valid-bid value to calculate a responsible price-reduction benchmark. Tenderline deliberately does not infer a saving from named award suppliers or from missing award values.

Procurement strategy & market signals

Framework agreementNot published
Dynamic purchasing systemNot published
Competitive procurementNot published
Recurring requirementNot published
Procurement method rationaleNot published
Rationale classificationsNot published
Special regimeNot published
Covered byNot published
Submission policyNot published
Selection criteriaNot published
Risk detailsNot published

Planning & early market engagement

BudgetValue not published
No-engagement rationaleNot published
Planning documents1
Planning milestones1
MilestoneTypeDueStatus
The objective of this market engagement survey is to inform any future procurement process and assess if this market is viable, understanding whether AI tools and capabilities can reduce recording time, improve the quality and consistency of case notes, enhance practitioner and resident experience, and provide a clear evidence base and governance model for scaling AI safely and responsibly within high-risk statutory social care contexts. Please see here the link to complete our Preliminary Market Engagement Survey on Microsoft Forms - https://forms.office.com/Pages/ResponsePage.aspx?id=TzK0qFwVFUKg8X7YzJqZL8-SJGT0amlCn09Ud0NpBQxUN0w2TVJKWjdZODBHRERVRlA3QjY5QlExQS4u The deadline for all responses is 17:00 on 28/07/2026. Any submissions after this deadline may not be considered. Please note that information provided by organisations will be considered, but will not necessarily affect the outcome of the final tender documentation or the procurement process as a whole. Interested parties will not be prejudiced by any response or (lack of) to this survey. Nor shall a response to this survey guarantee an invitation to participate in any future procurement process that Essex County Council may conduct. Essex County Council is not liable for any costs, fees or expenses incurred by any party responding to this Market Engagement survey.engagement28 Jul 2026scheduled

Related procurements

No linked framework, prior procurement or reprocurement published.

Documents & submission route

Source data inventory

Diagnostic view. “Not published” means this current release does not provide a value.

OCIDocds-h6vhtk-06cb5e
Latest release ID066461-2026
Latest release timestampTue Jul 14 2026 16:03:21 GMT+0000 (Coordinated Universal Time)
Sourcefind-a-tender
Official notice URLNot published
Tender statusplanning
Procurement methodNot published
Procurement method detailsNot published
Main procurement categoryservices
Above thresholdNot published
Legal basis2023/54
Tender period: startNot published
Tender period: endNot published
Expression of interest deadlineNot published
Enquiry deadlineNot published
Award period: startNot published
Award period: endNot published
Submission method detailsNot published
Submission languagesNot published
Electronic catalogue policyNot published
Total tender valueNot published
Tender lots in source1
Tender items in source1
Tender documents in source0
Awards in latest release0
Contracts in latest release0
Parties in latest release1

Notice history

DateEventReference
14 Jul 2026planning066461-2026

All source data

Unmodified official OCDS data retained by Tenderline for this procurement process.

Complete current OCDS release JSON
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  "date": "2026-07-14T17:03:21+01:00",
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            "id": "48900000",
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            "id": "72222300",
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    "title": "Case Notes Transcription & Summarisation Tool",
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    "legalBasis": {
      "id": "2023/54",
      "uri": "https://www.legislation.gov.uk/ukpga/2023/54/contents",
      "scheme": "UKPGA"
    },
    "description": "Essex County Council (ECC) is seeking to explore how artificial intelligence can support Adult Social Care practice by transcribing and summarising practitioner and resident conversations. The work forms part of ECC's wider Pioneering AI programme, established to identify safe, ethical, and effective use of AI across the organisation. ECC has previously undertaken a proof of concept for this requirement that responded to significant pressures within Adult Social Care, including rising demand, workforce shortages, increasing case complexity, and a high administrative burden associated with recording case notes, which reduces time available for direct work with residents.  \nWider Roll Out Project: A pilot has been undertaken as part of ECC's AI Transcription and Summarisation Proof of Concept to test the use of AI tools in supporting Adult Social Care practice by transcribing and summarising practitioner conversations. At this point, ECC aims through potential future procurement and strategic decision making to scale this capability across Adult Social Care, selecting an appropriate mix of specialist tools and Microsoft capabilities, to deliver improved efficiency, consistent high quality case recording, and sustainable, compliant AI adoption at scale. \nThe objective of this market engagement survey is to inform any future procurement process and assess if this market is viable, understanding whether AI tools and capabilities can reduce recording time, improve the quality and consistency of case notes, enhance practitioner and resident experience, and provide a clear evidence base and governance model for scaling AI safely and responsibly within high-risk statutory social care contexts. \n The following requirements are necessary: \n1.\tTranscription Capability: The solution must support the accurate capture and transcription of conversations across a range of operational settings. This market engagement survey seeks to answer what transcription accuracy levels can be achieved; how the tool handles multiple speakers, overlapping conversations, accents, background noise, telephone calls and whether there is functionality for diverse language support. \n2.\tAI summarisation Capability: The solution must generate structured summaries from conversations to support operational case recording and decision-making. This market engagement survey seeks to answer how summaries are generated; if summary outputs can be configured to align with service specific templates; how the tool would minimise/eliminate omissions of critical information and if outputs can be customised for different business processes and service areas. \n3.\tHuman oversight and quality assurance: The solution must support human review and validation of AI-generated outputs. This market engagement survey seeks to answer how users can review, edit and approve outputs; how the tool would support correction of errors; how changes can be applied across transcripts and summaries and the quality assurance mechanisms. \n4.\tSecurity, privacy and information governance: The solution must satisfy public sector requirements for handling sensitive personal information. This market engagement survey seeks to answer how customer data is stored and processed, whether UK data residency is available, what certifications are held (ISO27001, Cyber Essentials Plus etc.), how is data encrypted in transit and at rest and also how is access controlled and monitored and how the solution supports GDPR compliance. \n5.\tAuditability, transparency and responsible AI: The solution must be able to monitor usage and consumption by User Groups and dates, providing transparency, traceability and governance controls appropriate for high-risk public sector use cases. This market engagement survey seeks to answer what audit trails are available, how all user actions, AI outputs and changes can be logged as well as what mechanisms exist for monitoring biases, fairness and accuracy and how the tool supports challenge, redress and investigation.  \n6.\tAccessibility and Inclusion: The solution must be accessible to a diverse workforce and service user population. This market engagement survey seeks to answer if the tool would meet inclusion and accessibility standards, what accessibility features are available, how the tool may support neurodiverse users and if the solution would support screen readers and voice inputs. \n7.\tIntegration and interoperability: The solution must integrate with existing and future ECC technology environments. This Market Engagement Survey seeks to answer what integrations are currently available and if the summaries can be exported or copied into third party systems. Additionally, we are seeking to understand if APIs are available and if the tool can integrate with M365, Teams, case management systems and other telephony platforms.  \n8.\tOperational resilience and reliability: The solution must be reliable in both office-based and community-based settings including device compatibility and the ability to use own devices. This Market Engagement Survey seeks to answer what service availability levels are provided, what disaster recovery arrangements exist, how the tool handles interrupted recordings and what support exists for offline working and low bandwidth environments. \n9.\tScalability and enterprise adoption: The solution must support deployment across multiple services and large user populations. This market engagement survey seeks to answer how the tool scales, how user onboarding, training and support are delivered as well as what usage analytic and adoption metrics are available. \n10.\tCommercial model and total cost of ownership: ECC requires a sustainable and transparent commercial model to meet our requirements. This market engagement survey seeks to answer what pricing model is used (license, usage, consumption, transaction or hybrid), what the structure of implementation and ongoing support is and if there are any constraints on users, recordings or storage.",
    "mainProcurementCategory": "services"
  },
  "parties": [
    {
      "id": "GB-PPON-PWVM-4844-NRQH",
      "name": "Essex County Council",
      "roles": [
        "buyer"
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      "address": {
        "region": "UKH36",
        "country": "GB",
        "locality": "Chelmsford",
        "postalCode": "CM1 1QH",
        "countryName": "United Kingdom",
        "streetAddress": "County Hall, Market Road"
      },
      "details": {
        "classifications": [
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            "id": "publicAuthoritySubCentralGovernment",
            "scheme": "UK_CA_TYPE",
            "description": "Public authority - sub-central government"
          }
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      "identifier": {
        "id": "PWVM-4844-NRQH",
        "scheme": "GB-PPON"
      },
      "contactPoint": {
        "name": "George Knight",
        "email": "George.Knight@essex.gov.uk"
      }
    }
  ],
  "language": "en",
  "planning": {
    "documents": [
      {
        "id": "066461-2026",
        "url": "https://www.find-tender.service.gov.uk/Notice/066461-2026",
        "format": "text/html",
        "noticeType": "UK2",
        "description": "Preliminary market engagement notice on Find a Tender",
        "documentType": "marketEngagementNotice",
        "datePublished": "2026-07-14T17:03:21+01:00"
      }
    ],
    "milestones": [
      {
        "id": "engagement",
        "type": "engagement",
        "status": "scheduled",
        "dueDate": "2026-07-28T23:59:59+01:00",
        "description": "The objective of this market engagement survey is to inform any future procurement process and assess if this market is viable, understanding whether AI tools and capabilities can reduce recording time, improve the quality and consistency of case notes, enhance practitioner and resident experience, and provide a clear evidence base and governance model for scaling AI safely and responsibly within high-risk statutory social care contexts.\nPlease see here the link to complete our Preliminary Market Engagement Survey on Microsoft Forms - https://forms.office.com/Pages/ResponsePage.aspx?id=TzK0qFwVFUKg8X7YzJqZL8-SJGT0amlCn09Ud0NpBQxUN0w2TVJKWjdZODBHRERVRlA3QjY5QlExQS4u\nThe deadline for all responses is 17:00 on 28/07/2026. Any submissions after this deadline may not be considered.\nPlease note that information provided by organisations will be considered, but will not necessarily affect the outcome of the final tender documentation or the procurement process as a whole.\nInterested parties will not be prejudiced by any response or (lack of) to this survey. Nor shall a response to this survey guarantee an invitation to participate in any future procurement process that Essex County Council may conduct.\nEssex County Council is not liable for any costs, fees or expenses incurred by any party responding to this Market Engagement survey."
      }
    ]
  },
  "initiationType": "tender"
}
Complete JSON history (1 releases)
14 Jul 2026 · 066461-2026 · planning
{
  "id": "066461-2026",
  "tag": [
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  "date": "2026-07-14T17:03:21+01:00",
  "ocid": "ocds-h6vhtk-06cb5e",
  "buyer": {
    "id": "GB-PPON-PWVM-4844-NRQH",
    "name": "Essex County Council"
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  "tender": {
    "id": "D147PA",
    "lots": [
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        "status": "planning",
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          {
            "id": "48314000",
            "scheme": "CPV",
            "description": "Voice recognition software package"
          },
          {
            "id": "48517000",
            "scheme": "CPV",
            "description": "IT software package"
          },
          {
            "id": "48900000",
            "scheme": "CPV",
            "description": "Miscellaneous software package and computer systems"
          },
          {
            "id": "72222300",
            "scheme": "CPV",
            "description": "Information technology services"
          }
        ]
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    ],
    "title": "Case Notes Transcription & Summarisation Tool",
    "status": "planning",
    "legalBasis": {
      "id": "2023/54",
      "uri": "https://www.legislation.gov.uk/ukpga/2023/54/contents",
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    },
    "description": "Essex County Council (ECC) is seeking to explore how artificial intelligence can support Adult Social Care practice by transcribing and summarising practitioner and resident conversations. The work forms part of ECC's wider Pioneering AI programme, established to identify safe, ethical, and effective use of AI across the organisation. ECC has previously undertaken a proof of concept for this requirement that responded to significant pressures within Adult Social Care, including rising demand, workforce shortages, increasing case complexity, and a high administrative burden associated with recording case notes, which reduces time available for direct work with residents.  \nWider Roll Out Project: A pilot has been undertaken as part of ECC's AI Transcription and Summarisation Proof of Concept to test the use of AI tools in supporting Adult Social Care practice by transcribing and summarising practitioner conversations. At this point, ECC aims through potential future procurement and strategic decision making to scale this capability across Adult Social Care, selecting an appropriate mix of specialist tools and Microsoft capabilities, to deliver improved efficiency, consistent high quality case recording, and sustainable, compliant AI adoption at scale. \nThe objective of this market engagement survey is to inform any future procurement process and assess if this market is viable, understanding whether AI tools and capabilities can reduce recording time, improve the quality and consistency of case notes, enhance practitioner and resident experience, and provide a clear evidence base and governance model for scaling AI safely and responsibly within high-risk statutory social care contexts. \n The following requirements are necessary: \n1.\tTranscription Capability: The solution must support the accurate capture and transcription of conversations across a range of operational settings. This market engagement survey seeks to answer what transcription accuracy levels can be achieved; how the tool handles multiple speakers, overlapping conversations, accents, background noise, telephone calls and whether there is functionality for diverse language support. \n2.\tAI summarisation Capability: The solution must generate structured summaries from conversations to support operational case recording and decision-making. This market engagement survey seeks to answer how summaries are generated; if summary outputs can be configured to align with service specific templates; how the tool would minimise/eliminate omissions of critical information and if outputs can be customised for different business processes and service areas. \n3.\tHuman oversight and quality assurance: The solution must support human review and validation of AI-generated outputs. This market engagement survey seeks to answer how users can review, edit and approve outputs; how the tool would support correction of errors; how changes can be applied across transcripts and summaries and the quality assurance mechanisms. \n4.\tSecurity, privacy and information governance: The solution must satisfy public sector requirements for handling sensitive personal information. This market engagement survey seeks to answer how customer data is stored and processed, whether UK data residency is available, what certifications are held (ISO27001, Cyber Essentials Plus etc.), how is data encrypted in transit and at rest and also how is access controlled and monitored and how the solution supports GDPR compliance. \n5.\tAuditability, transparency and responsible AI: The solution must be able to monitor usage and consumption by User Groups and dates, providing transparency, traceability and governance controls appropriate for high-risk public sector use cases. This market engagement survey seeks to answer what audit trails are available, how all user actions, AI outputs and changes can be logged as well as what mechanisms exist for monitoring biases, fairness and accuracy and how the tool supports challenge, redress and investigation.  \n6.\tAccessibility and Inclusion: The solution must be accessible to a diverse workforce and service user population. This market engagement survey seeks to answer if the tool would meet inclusion and accessibility standards, what accessibility features are available, how the tool may support neurodiverse users and if the solution would support screen readers and voice inputs. \n7.\tIntegration and interoperability: The solution must integrate with existing and future ECC technology environments. This Market Engagement Survey seeks to answer what integrations are currently available and if the summaries can be exported or copied into third party systems. Additionally, we are seeking to understand if APIs are available and if the tool can integrate with M365, Teams, case management systems and other telephony platforms.  \n8.\tOperational resilience and reliability: The solution must be reliable in both office-based and community-based settings including device compatibility and the ability to use own devices. This Market Engagement Survey seeks to answer what service availability levels are provided, what disaster recovery arrangements exist, how the tool handles interrupted recordings and what support exists for offline working and low bandwidth environments. \n9.\tScalability and enterprise adoption: The solution must support deployment across multiple services and large user populations. This market engagement survey seeks to answer how the tool scales, how user onboarding, training and support are delivered as well as what usage analytic and adoption metrics are available. \n10.\tCommercial model and total cost of ownership: ECC requires a sustainable and transparent commercial model to meet our requirements. This market engagement survey seeks to answer what pricing model is used (license, usage, consumption, transaction or hybrid), what the structure of implementation and ongoing support is and if there are any constraints on users, recordings or storage.",
    "mainProcurementCategory": "services"
  },
  "parties": [
    {
      "id": "GB-PPON-PWVM-4844-NRQH",
      "name": "Essex County Council",
      "roles": [
        "buyer"
      ],
      "address": {
        "region": "UKH36",
        "country": "GB",
        "locality": "Chelmsford",
        "postalCode": "CM1 1QH",
        "countryName": "United Kingdom",
        "streetAddress": "County Hall, Market Road"
      },
      "details": {
        "classifications": [
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            "scheme": "UK_CA_TYPE",
            "description": "Public authority - sub-central government"
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      },
      "identifier": {
        "id": "PWVM-4844-NRQH",
        "scheme": "GB-PPON"
      },
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        "name": "George Knight",
        "email": "George.Knight@essex.gov.uk"
      }
    }
  ],
  "language": "en",
  "planning": {
    "documents": [
      {
        "id": "066461-2026",
        "url": "https://www.find-tender.service.gov.uk/Notice/066461-2026",
        "format": "text/html",
        "noticeType": "UK2",
        "description": "Preliminary market engagement notice on Find a Tender",
        "documentType": "marketEngagementNotice",
        "datePublished": "2026-07-14T17:03:21+01:00"
      }
    ],
    "milestones": [
      {
        "id": "engagement",
        "type": "engagement",
        "status": "scheduled",
        "dueDate": "2026-07-28T23:59:59+01:00",
        "description": "The objective of this market engagement survey is to inform any future procurement process and assess if this market is viable, understanding whether AI tools and capabilities can reduce recording time, improve the quality and consistency of case notes, enhance practitioner and resident experience, and provide a clear evidence base and governance model for scaling AI safely and responsibly within high-risk statutory social care contexts.\nPlease see here the link to complete our Preliminary Market Engagement Survey on Microsoft Forms - https://forms.office.com/Pages/ResponsePage.aspx?id=TzK0qFwVFUKg8X7YzJqZL8-SJGT0amlCn09Ud0NpBQxUN0w2TVJKWjdZODBHRERVRlA3QjY5QlExQS4u\nThe deadline for all responses is 17:00 on 28/07/2026. Any submissions after this deadline may not be considered.\nPlease note that information provided by organisations will be considered, but will not necessarily affect the outcome of the final tender documentation or the procurement process as a whole.\nInterested parties will not be prejudiced by any response or (lack of) to this survey. Nor shall a response to this survey guarantee an invitation to participate in any future procurement process that Essex County Council may conduct.\nEssex County Council is not liable for any costs, fees or expenses incurred by any party responding to this Market Engagement survey."
      }
    ]
  },
  "initiationType": "tender"
}